DIU Institutional Repository: Recent submissions

  • Sleep Duration During the COVID-19 Pandemic in Bangladesh: A Gis-Based Large Sample Survey Study 
    Al‑Mamun, Firoj; Hussain, Nur; Sakib, Najmuj; Hosen, Ismail; Rayhan, Istihak; Abdullah, Abu Hasnat; Bhuiyan, A. K. M. Israfil; Sarker, Md. Abedin; Hossain, Sahadat; Zou, Liye; Manzar, Md. Dilshad; Lin, Chung‑Ying; Sikder, Md. Tajuddin; Muhit, Mohammad; Pakpour, Amir H.; Goza, David; Griffiths, Mark D.; Mamun, Mohammed A. (2023-02-27)
    Although several studies have been conducted in Bangladesh regarding sleep problems during the COVID-19 pandemic, none have utilized a large nationwide sample or presented their findings based on nationwide geographical ...
  • Skin Disease Detection Employing Transfer Learning Approach- a Fine-Tune Visual Geometry Group-19 
    Islam, Mohammad Al-Habib; Shahriyar, Sarkar Mohammad; Alam, Mohammad Jahangir; Kabir, Mohammad Rahmatul; Sarker, Rasel (Institute of Advanced Engineering and Science (IAES), 2023-07-15)
    Your skin may become damaged by skin diseases and conditions. These illnesses can cause skin changes such as rashes, inflammation, itching, and other skin changes. While some skin conditions may run in families, others may ...
  • Skin Cancer Detection using Machine Learning Framework with Mobile Application 
    Ananna, Mariam Emam; Nayeem, Jannatul; Alam, Mohammad Jahangir; Islam, Saiful (IEEE, 2023-05-24)
    A notable increase in skin cancer mortality, one of the most lethal kinds of cancer, has been caused by a lack of awareness of warning signals and preventative measures. The need for early skin cancer diagnosis has increased ...
  • Simulation and Analysis of Ultra-Low Material Loss of Single-Mode Photonic Crystal Fiber in Terahertz (THz) Spectrum for Communication Applications 
    Hossain, Md. Selim; Hasan, Md. Mahedi; Sen, Shuvo; Mollah, Md. Sarwar Hossain; Azad, Mir Mohammad (Walter de Gruyter GmbH, 2021-02-17)
    This analysis represents a circular shape based cladding with two elliptical shape cores in photonic crystal fiber (PCF) for the terahertz (THz) range. Here, we present a single-mode photonic crystal fiber (SM-PCF) with ...
  • Sign Language Recognition Using the Fusion of Image and Hand Landmarks Through Multi-Headed Convolutional Neural Network 
    Pathan, Refat Khan; Biswas, Munmun; Yasmin, Suraiya; Khandaker, Mayeen Uddin; Salman, Mohammad; Youssef, Ahmed A. F. (Springer Nature, 2023-10-09)
    Sign Language Recognition is a breakthrough for communication among deaf-mute society and has been a critical research topic for years. Although some of the previous studies have successfully recognized sign language, it ...
  • Short-Term Rainfall Prediction Using Supervised Machine Learning 
    Prottasha, Nusrat Jahan; Tahabilder, Anik; Kowsher, Md.; Mia, Md Shanon; Kobra, Khadiza Tul (Elsevier, 2023-01-15)
    Floods and rain significantly impact the economy of many agricultural countries in the world. Early prediction of rain and floods can dramatically help prevent natural disaster damage. This paper presents a machine learning ...
  • Short Duration Traffic Flow Prediction Using Kalman Filtering 
    Momin, Khondhaker Al; Barua, Saurav; Jamil, Md. Shahreer; Hamim, Omar Faruqe (AIP Publishing, 2023-04-28)
    The research examined predicting short-duration traffic flow counts with the Kalman filtering technique (KFT), a computational filtering method. Short-term traffic prediction is an important tool for operation in traffic ...
  • Short Term Weather Forecasting Comparison Based on Machine Learning Algorithms 
    Era, Chowdhury Abida Anjum; Rahman, Mahmudur; Alvi, Syada Tasmia (IEEE, 2023-08-24)
    Forecasting is the term used to describe the attempt to predict outcomes in unknown or uncertain situations. The most vital factor in many applications of weather forecasting is air temperature. The air temperature alone ...
  • Service Productisation Through Standardisation and Modularisation 
    Shamsuzzoha, AHM; Blomqvist, Hannele; Takala, Josu (Taylor & Francis Group, 2023-03-01)
    This research study examines service productisation through the standardisation and modularisation of service. This concept is studied and applied to a professional service company which is running a productisation project ...
  • Servant Leadership and Psychological Well-Being: A Philosophical Perspective and the Role of Religiosity and Power Distance Orientation 
    Qureshi, Muhammad Azeem; Saraih, Ummi Naiemah; Ramish, Muhammad Sufyan (Johar Education Society, 2023-01-15)
    "The COVID-19 pandemic has posed a vital challenge to traditional leadership practices. The virtual workplace is changing the way people are accustomed to working. Despite flexibility regarding time and space with ...
  • Sentiment Analysis in Multilingual Context: Comparative Analysis of Machine Learning and Hybrid Deep Learning Models 
    Das, Rajesh Kumar; Islam, Mirajul; Hasan, Md Mahmudul; Razia, Sultana; Hassan, Mocksidul; Khushbu, Sharun Akter (Elsevier, 2023-09-19)
    This research paper investigates the efficacy of various machine learning models, including deep learning and hybrid models, for text classification in the English and Bangla languages. The study focuses on sentiment ...
  • Development of a website named Sports Camp 
    Hasan, Md. Nahid; Fahem, Faysal Hossain (Daffodil International University, 2024-01-25)
    Sports camp based web application could be a comprehensive and user-friendly online platform outlined to streamline and upgrade the method of planning and overseeing sport arrangements. The framework points to progress ...
  • Implementation of Bloom's Taxonomy for Academic Evaluation 
    Himel, Fahim Hasan (Daffodil International University, 2024-01-25)
    Aim of this project is to implement Bloom’s Taxonomy model on academic evaluation system. Academic evaluation measures the performance of students. It is actually the outcome of a student’s learning. It’s a traditional ...
  • Virtual Visiting Card 
    Rahaman, Israth (Daffodil International University, 2024-01-25)
    This web-based project “Virtual visiting card” describes about the creation of an inventive way to transform the conventional exchange of contact or personal details into a virtual visiting card. In order to promote ...
  • Web-Based system for Private University Admission 
    Hadi, Saif Abdullah (Daffodil International University, 2024-01-25)
    In today's Bangladesh, everyone likes to Take Higher education in Various Subjects. We start workingwith those who have completed their HSC Exam and are Building careers. As we have seen, a university admission candidate ...
  • Sentiment Analysis From Bangladeshi Food Delivery Startup Based on User Reviews Using Machine Learning and Deep Learning 
    Bitto, Abu Kowshir; Bijoy, Md. Hasan Imam; Arman, Md. Shohel; Mahmud, Imran; Das, Aka; Majumder, Joy (Institute of Advanced Engineering and Science (IAES), 2023-08-15)
    Food delivery methods are at the top of the list in today's world. People's attitudes toward food delivery systems are usually influenced by food quality and delivery time. We did a sentiment analysis of consumer comments ...
  • Leveraging Algorithms for depression detection in natural language processing 
    Hasan, Nazmul (Daffodil International University, 2024-01-25)
    This research presents a comprehensive exploration of depression identification methodologies, employing a diverse array of classification algorithms, including Logistic Regression, Random Forest, Gradient Boosting, ...
  • Football player position prediction using ML 
    Miah, Md. Hasan (Daffodil International University, 2024-01-25)
    Precisely anticipating a player's position is critical to the success of team tactics and talent scouting in football, as every position requires a unique set of talents. This thesis uses an extensive dataset of 100,995 ...
  • Sentiment Classification for IMDB Movie Reviews in Benchmark Dataset Using LR, MNB and SGD 
    Habib, Haifa Binte; Chowdhury, Md Kamruzzaman; Islam, Md. Tauhidul; Mahmud, Md. Shihab (IEEE, 2023-11-23)
    A breakdown of all movie reviews can help viewers decide by saving them the time it would take to read all of the reviews. Critics commonly use movie-rating websites to submit comments and rate films, so guiding viewers ...
  • Self-Gated Rectified Linear Unit for Performance Improvement of Deep Neural Networks 
    Jahana, Israt; Ahmeda, Md. Faisal; Alia, Md. Osman; Jang, Yeong Min (Elsevier, 2022-01-03)
    This technical paper proposes an activation function, self-gated rectified linear unit (SGReLU), to achieve high classification accuracy, low loss, and low computational time. Vanishing gradient problem, dying ReLU, noise ...

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